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(This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114jnews 域的翻译加载触发过早。这通常表示插件或主题中的某些代码运行过早。翻译应在 init 操作或之后加载。 请查阅调试 WordPress来获取更多信息。 （这个消息是在 6.7.0 版本添加的。） in /data/user/htdocs/wp-includes/functions.php on line 6114jnews-like 域的翻译加载触发过早。这通常表示插件或主题中的某些代码运行过早。翻译应在 init 操作或之后加载。 请查阅调试 WordPress来获取更多信息。 （这个消息是在 6.7.0 版本添加的。） in /data/user/htdocs/wp-includes/functions.php on line 6114\u57282023\u5e7412\u670818\u65e5\u53d1\u8868\u7684\u4e00\u7bc7\u8bba\u6587<\/a>\u4e2d\uff0c\u6765\u81ea\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66<\/a>\u548cBerriAI\u7684\u7814\u7a76\u4eba\u5458Syeda Nahida Akter\u3001Zichun Yu\u3001Aashiq Muhamed\u3001Tianyue Ou\u3001Alex B\u00e4uerle\u3001\u00c1ngel Alexander Cabrera\u3001Krish Dholakia\u3001Chenyan Xiong\u548cGraham Neubig\u63a2\u8ba8\u4e86\u8c37\u6b4c\u7684 Gemini <\/a>\u7684\u7ffb\u8bd1\u80fd\u529b\uff0c\u5e76\u5c06\u5176\u89c6\u4e3a\u4e00\u79cd\u201c\u6709\u4ef7\u503c\u7684\u5de5\u5177\u201d\u3002<\/p>\n <\/p>\n \u7814\u7a76\u4eba\u5458\u89e3\u91ca\u8bf4\uff0c\u6700\u8fd1\u63a8\u51fa\u7684\u8c37\u6b4c Gemini \u6a21\u578b\u662f\u7b2c\u4e00\u4e2a\u7ecf\u7efc\u5408\u8bc4\u4f30\u5728\u5404\u79cd\u4efb\u52a1\u4e0a<\/a>\u4e0e OpenAI GPT \u7cfb\u5217\u76f8\u5339\u654c\u7684\u6a21\u578b\u3002\u7136\u800c\uff0c\u4ed6\u4eec\u6307\u51fa\u5176\u4e00\u4e2a\u663e\u8457\u7684\u7f3a\u70b9\uff1a\u7f3a\u4e4f\u53d1\u5e03\u7684\u8bc4\u4f30\u7ec6\u8282\u548c\u6a21\u578b\u9884\u6d4b\u3002\u4ed6\u4eec\u8bf4\uff1a\u201c\u786e\u5207\u7684\u8bc4\u4f30\u7ec6\u8282\u548c\u6a21\u578b\u9884\u6d4b\u5c1a\u672a\u53d1\u5e03\uff0c\u8fd9\u9650\u5236\u4e86\u91cd\u73b0\u3001\u68c0\u67e5\u548c\u8be6\u7ec6\u5206\u6790\u7ed3\u679c\u53ca\u5176\u5f71\u54cd\u7684\u80fd\u529b\uff0c\u201d\u3002<\/p>\n <\/p>\n \u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u7814\u7a76\u4eba\u5458\u8fdb\u884c\u4e86\u4e00\u4e2a\u201c\u7b2c\u4e09\u65b9\u5ba2\u89c2\u6bd4\u8f83\u201d\uff0c\u6bd4\u8f83\u4e86 OpenAI<\/a> GPT<\/a> \u548c\u8c37\u6b4c<\/a> Gemini \u6a21\u578b\uff0c\u63d0\u4f9b\u4e86\u201c\u53ef\u590d\u5236\u7684\u4ee3\u7801\u548c\u5b8c\u5168\u900f\u660e\u7684\u7ed3\u679c\u201d\u3002\u9664\u4e86\u7ffb\u8bd1\uff0c\u8bc4\u4f30\u8fd8\u6db5\u76d6\u4e86\u5176\u4ed6\u4efb\u52a1\uff0c\u5982\u63a8\u7406\u3001\u57fa\u4e8e\u77e5\u8bc6\u7684\u95ee\u9898\u56de\u7b54\u3001\u6570\u5b66\u95ee\u9898\u89e3\u51b3\u3001\u4ee3\u7801\u751f\u6210\u548c\u9075\u5faa\u6307\u4ee4\u3002<\/p>\n \u7814\u7a76\u4eba\u5458\u5c06 Gemini Pro\u3001GPT-3.5 Turbo \u548c GPT-4 Turbo \u4e0e\u5df2\u5efa\u7acb\u7684\u7cfb\u7edf\u5982\u8c37\u6b4c\u7ffb\u8bd1<\/a>\u8fdb\u884c\u6bd4\u8f83\uff0c\u5e76\u5c06\u5b83\u4eec\u4e0e NLLB-MoE \u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5\uff0c\u540e\u8005\u662f\u4e00\u79cd\u4ee5\u5176\u5e7f\u6cdb\u7684\u8bed\u8a00\u8986\u76d6\u800c\u95fb\u540d\u7684\u5f00\u6e90\u673a\u5668\u7ffb\u8bd1<\/a>\uff08MT\uff09\u6a21\u578b\u3002<\/p>\n <\/p>\n \u8fd9\u4e9b\u6a21\u578b\u572820\u79cd\u8bed\u8a00\u4e0a\u8fdb\u884c\u4e86\u8bc4\u4f30\uff0c\u8986\u76d6\u4e86\u5404\u79cd\u8d44\u6e90\u548c\u96be\u5ea6\u7ea7\u522b\u7684\u7ffb\u8bd1\uff0c\u7279\u522b\u5173\u6ce8\u4e86\u8fd9\u4e9b\u6a21\u578b\u5728\u4ece\u82f1\u8bed\u7ffb\u8bd1\u6210\u5176\u4ed6\u8bed\u8a00\uff08ENG\u2192X\uff09\u65f6\u7684\u8868\u73b0\u3002\u4e3a\u4e86\u8bc4\u4f30\u8f93\u51fa\uff0c\u7814\u7a76\u4eba\u5458\u4f7f\u7528\u4e86\u6807\u51c6\u6307\u6807\uff0c\u5982BLEU<\/a>\u548cchrF2++\u3002<\/p>\n <\/p>\n \u00a0\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u5de5\u5177<\/span><\/strong><\/p>\n \u5c3d\u7ba1\u8c37\u6b4c\u7ffb\u8bd1\u5728\u8868\u73b0\u4e0a\u8d85\u8fc7\u4e86\u5176\u4ed6\u6a21\u578b\uff0c\u572810\u79cd\u8bed\u8a00\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u8bed\u8a00\u6a21\u578b\u5728\u7ffb\u8bd1\u975e\u82f1\u8bed\u8bed\u8a00\u65f6\u8868\u73b0\u4e0d\u4f73\u3002<\/p>\n <\/p>\n GPT-4<\/a> Turbo \u5728\u6027\u80fd\u4e0a\u5c55\u793a\u51fa\u4e0e GPT-3.5 Turbo \u548c Gemini Pro \u7684\u5dee\u5f02\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u76f8\u6bd4\uff0cGPT-4 Turbo \u5728\u4f4e\u8d44\u6e90\u8bed\u8a00<\/a>\u4e0a\u8868\u73b0\u51fa\u66f4\u5927\u7684\u8fdb\u6b65\uff0c\u800c\u5728\u9ad8\u8d44\u6e90\u8bed\u8a00\u4e0a\uff0c\u8fd9\u4e9b\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e4b\u95f4\u7684\u6027\u80fd\u76f8\u4f3c\u3002<\/p>\n Gemini Pro\u572820\u79cd\u8bed\u8a00\u4e2d\u7684\u4e94\u79cd\u4e2d\u5747\u8868\u73b0\u4f18\u4e8eGPT-3.5 Turbo\u548cGPT-4 Turbo\uff0c\u5728\u5176\u4e2d\u4e09\u79cd\u8bed\u8a00\u4e2d\u53d6\u5f97\u4e86\u6700\u4f73\u8868\u73b0\u3002\u7136\u800c\uff0c\u5728\u5927\u7ea610\u4e2a\u8bed\u8a00\u5bf9\u7684\u60c5\u51b5\u4e0b\uff0c\u5b83\u5728\u4fe1\u5fc3\u8f83\u4f4e\u7684\u60c5\u666f\u4e2d\u6709\u54cd\u5e94\u6162\u7684\u503e\u5411\u3002\u7814\u7a76\u4eba\u5458\u5c06Gemini Pro\u5728\u67d0\u4e9b\u8bed\u8a00\u4e2d\u7684\u8f83\u4f4e\u6027\u80fd\u5f52\u56e0\u4e8e\u8fd9\u79cd\u503e\u5411\u3002<\/p>\n <\/p>\n \u7ecf\u8fc7\u66f4\u4ed4\u7ec6\u7684\u68c0\u67e5\uff0c\u53d1\u73b0\u5728\u672a\u963b\u585e\u7684\u6837\u672c\u4e2d\uff0cGemini Pro \u5728\u8868\u73b0\u66f4\u4e3a\u81ea\u4fe1\u7684\u60c5\u51b5\u4e0b\u7565\u5fae\u4f18\u4e8e GPT-3.5 Turbo \u548c GPT-4 Turbo\u3002\u5177\u4f53\u800c\u8a00\uff0c\u57285-shot\u548c0-shot\u8bbe\u7f6e\u4e2d\uff0c\u5b83\u5206\u522b\u6bd4 GPT-4 Turbo \u9ad8\u51fa1.6 chrf \u548c 2.6 chrf\uff0c\u6bd4 GPT-3.5 Turbo \u5206\u522b\u9ad8\u51fa2.7 chrf \u548c 2 chrf\u3002<\/p>\n <\/p>\n \u5c3d\u7ba1\u5728\u7ffb\u8bd1\u67d0\u4e9b\u6837\u672c\u65f6\u5b58\u5728\u6311\u6218\uff0c\u4f5c\u8005\u5f3a\u8c03Gemini Pro\u5728\u897f\u91cc\u5c14\u6587(Cyrillic)\u811a\u672c\u4e0a\u76f8\u5bf9\u4e8e\u5176\u4ed6\u811a\u672c\u7684\u7ade\u4e89\u6027\u8868\u73b0\uff0c\u4e0e\u5176\u5728\u5176\u4ed6\u811a\u672c\u4e0a\u7684\u8868\u73b0\u76f8\u53cd\u3002GPT-4\u8131\u9896\u800c\u51fa\uff0c\u5728\u5404\u79cd\u811a\u672c\u4e2d\u90fd\u8868\u73b0\u4f18\u4e8eGemini Pro\u548cGPT-3.5 Turbo\uff0c\u5c24\u5176\u5728\u4f7f\u7528\u5929\u57ce\u6587(Devanagari)\u811a\u672c\u7684\u8bed\u8a00\u4e2d\u8868\u73b0\u51fa\u8272\u3002<\/p>\n <\/p>\n \u4f5c\u8005\u603b\u7ed3\u65f6\u5efa\u8bae\u7814\u7a76\u4eba\u5458\u548c\u4ece\u4e1a\u8005\u5c06Gemini Pro\u89c6\u4e3a\u4ed6\u4eec\u5de5\u5177\u5305\u4e2d\u7684\u201c\u6709\u4ef7\u503c\u7684\u5de5\u5177\uff0c\u4e0eGPT-3.5 Turbo\u76f8\u5ab2\u7f8e\u201d\u3002<\/p>\n \u5c3d\u7ba1\u627f\u8ba4\u5b58\u5728\u4e00\u4e9b\u9650\u5236\uff0c\u8be5\u7814\u7a76\u63d0\u4f9b\u4e86\u4e00\u79cd\u900f\u660e\u4e14\u53ef\u91cd\u590d\u7684\u5206\u6790\uff0c\u9080\u8bf7\u793e\u533a\u63a2\u8ba8\u548c\u5ba1\u67e5\u7814\u7a76\u7ed3\u679c\u3002\u5982\u679c\u5bf9\u91cd\u73b0\u7ed3\u679c\u611f\u5174\u8da3\u7684\u8bdd\uff0c\u4ee3\u7801\u548c\u6570\u636e\u53ef\u4ee5\u5728 https:\/\/github.com\/neulab\/gemini-benchmark<\/a> \u627e\u5230\u3002<\/p>\n